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Akshay Bharadwaj Kunigal Harish - Imaging Engineer Co-Op (ML, Computer Vision) in Boston, MA

Akshay Bharadwaj Kunigal Harish

Mid-level Machine Learning Engineer specializing in NLP, computer vision, and LLM systems

Perceptive TechnologiesNortheastern UniversityBoston, MA5 Years ExperienceMid LevelWorks On-Site

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About

Built a production multi-agent cybersecurity defense simulator orchestrated with CrewAI, combining Red/Blue team LLM agents, a RAG runbook retriever, and an RL remediation agent trained via state-space simplification and reward shaping for rapid incident response. Also partnered with quant analysts and fund managers to deliver an automated trading and portfolio management system using statistical methods plus CNN/LSTM models, reporting up to 15% weekly ROI.

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Key Strengths

  • Built and deployed a multi-agent cybersecurity defense simulator combining LLM agents, RAG, and an RL remediation agent
  • Improved RL learning by reducing state space from 100+ to 18 states and making action-outcome simulation deterministic
  • Designed reward shaping for time-critical incident response (bonus for fast response, penalty for delays)
  • Strong experimentation and evaluation discipline (Q-table inspection, reward tracking, convergence and success-rate analysis, learning-curve visualization)
  • Translates non-technical stakeholder needs into AI-driven products (worked with quant analysts and fund managers)
  • Delivered automated trading/portfolio system reported to achieve up to 15% weekly ROI

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Experience

Imaging Engineer Co-Op (ML, Computer Vision)Perceptive Technologies Inc · Jan 2025 – Aug 2025internship
Machine Learning Engineer (ML, NLP, Computer Vision, Time Series)BullForce.co · Mar 2022 – May 2023
Data Scientist (ML, NLP, Knowledge Graphs)Mu Sigma Business Solutions · Dec 2018 – Jan 2022

Education

Northeastern Universitymaster, Computer Science and Engineering (2025)
Visvesvaraya Technological Universitybachelor, Computer Science (2018)

Awards

  • Hackathon Runner-Up - MGEN 2025 Hackathon
  • Hackathon Winner - Diall Mental Health Hackathon

Skills

PythonSQLShell ScriptingMongoDBPostgreSQLRedisPineconeChromaDBHugging FacePyTorchTensorFlowPandasScikit-LearnNLTKLangChain

Languages

English

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Typically responds within 24 hours

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Akshay Bharadwaj Kunigal HarishMid-level Machine Learning Engineer specializing in NLP, computer vision, and LLM systems